---
task_categories:
- image-feature-extraction
- image-text-to-text
tags:
- vlm
- mechanistic-interpretability
- compositional-reasoning
- synthetic-data
pretty_name: Toy Shapes Dataset
dataset_info:
  features:
  - name: num_shapes
    dtype: int64
  - name: shape_0
    dtype: string
  - name: color_0
    dtype: string
  - name: position_0
    dtype: string
  - name: shape_1
    dtype: string
  - name: color_1
    dtype: string
  - name: position_1
    dtype: string
  - name: shape_2
    dtype: string
  - name: color_2
    dtype: string
  - name: position_2
    dtype: string
  - name: shape_3
    dtype: string
  - name: color_3
    dtype: string
  - name: position_3
    dtype: string
  - name: shape_4
    dtype: string
  - name: color_4
    dtype: string
  - name: position_4
    dtype: string
  - name: image
    dtype: image
  splits:
  - name: train
    num_bytes: 1559700
    num_examples: 500
  download_size: 1354975
  dataset_size: 1559700
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
arxiv: 2508.16652
---

This dataset is used in the work **"Do VLMs Have Bad Eyes? Diagnosing Compositional Failures via Mechanistic Interpretability"** [Paper](https://huggingface.co/papers/2508.16652)

For more details, please refer to the [GitHub repository](https://github.com/Mystic-Slice/Do-VLMs-Have-Bad-Eyes).